New statistical analysis on the marketing research and efficiency evaluation with fuzzy data

Abstract

Purpose – The purpose of this paper is to use soft computing technique and fuzzy statistical tool to evaluate people's performance on the marketing research and time management. Design/methodology/approach – Through standardized measurement system, the authors come up with real-value data to satisfy not the current needs but data itself. This is when fuzzy classification stands out and highlights the area of in-between and undefined. Findings – The proposed metric system helps the authors to assess the distance among trapezoidal fuzzy data. The index of efficiency between observed time and ideal time is also presented. Originality/value – With the ranking of fuzzy sample, the authors can examine the decision process by non-parametric testing hypothesis.

Three-dimensional visualization and analysis of marketing data based on GIS information technology

“…Liu, Q. et al analyzed the effective design of the product selection process and explored the impact of product design on product marketing [18]. Wu, B. et al analyzed people's performance in market research and time management based on fuzzy data for marketing research and effectiveness evaluation, emphasizing the importance of market research for product marketing [19]. SUDHIR.…”